Publications

publications by categories in reversed chronological order.

2025

2025

  1. Don’t Get Bored: Enhancing Scalability and Diversity in Session-Based Slate Recommendation
    Aayush Singha Roy, Edoardo D’Amico, Elias Tragos, and 2 more authors
    ACM Transactions on Recommender Systems, 2025

2024

2024

  1. Simulating Real-World News Consumption: Deep Q-Learning for Diverse User-Centric Slate Recommendations
    Aayush Singha Roy, Elias Tragos, Aonghus Lawlor, and 1 more author
    2024

2023

2023

  1. Scalable Deep Q-Learning for Session-Based Slate Recommendation
    Aayush Singha Roy, Edoardo D’Amico, Aonghus Lawlor, and 1 more author
    In Seventeenth ACM Conference on Recommender Systems (RecSys ’23), 2023
  2. Addressing Fast Changing Fashion Trends in Multi-Stage Recommender Systems
    Aayush Singha Roy, Edoardo D’Amico, Aonghus Lawlor, and 1 more author
    In The International FLAIRS Conference Proceedings, 2023

2022

2022

  1. Soft Rough Set based span for unsupervised keyword extraction
    Niladri Chatterjee, Aayush Singha Roy, and Nidhika Yadav
    Journal of Intelligent & Fuzzy Systems, 2022
  2. Forecasting of Indian stock market using rough set and fuzzy-rough set based models
    Aayush Singha Roy, and Niladri Chatterjee
    IETE Technical Review, 2022

2020

2020

  1. Assessment of residential institute foodservice using Kano categorization and importance–performance analysis
    Aayush Singha Roy, Dipankar Bose, and UK Bera
    The TQM Journal, 2020